Result Details

Bayesian Concepts for Human Tracking and Behavior Discovery

CHMELAŘ, P. Bayesian Concepts for Human Tracking and Behavior Discovery. Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 4. Brno: Brno University of Technology, 2006. p. 360-364. ISBN: 80-214-3163-6.
Type
conference paper
Language
English
Authors
Chmelař Petr, Ing., DIFS (FIT)
Abstract

This work describes a framework for vision based human detection,tracking, pose recognition and behavior discovery in a uniform mannerof Bayesian classifiers. It considers mathematical concept ofidentification by classification of preprocessed images and regressionof poses for discovering behavior patterns in its databases usingBayes' nets.

Keywords

Bayesian classification, regression, nets, identification, detection, tracking, pose recognition, behavior patterns.

URL
Published
2006
Pages
360–364
Proceedings
Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 4
Conference
Student EEICT 2006
ISBN
80-214-3163-6
Publisher
Brno University of Technology
Place
Brno
BibTeX 
@inproceedings{BUT192601,
  author="Petr {Chmelař}",
  title="Bayesian Concepts for Human Tracking and Behavior Discovery",
  booktitle="Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 4",
  year="2006",
  pages="360--364",
  publisher="Brno University of Technology",
  address="Brno",
  isbn="80-214-3163-6",
  url="http://www.feec.vutbr.cz/EEICT/2006/sbornik/03-Doktorske_projekty/07-Informacni_systemy/03-chmelarp.pdf"
}
Projects
Centre of computer graphics, MŠMT, Centra základního výzkumu, LC06008, start: 2006-03-01, end: 2011-12-31, completed
Research groups
Information and Database Systems Research Group (RG IS)
Departments
Department of Information Systems (DIFS)
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